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- LongCat-Flash-Lite
LongCat-Flash-Lite: API Pricing, Context Window & Benchmarks
LongCat-Flash-Lite is a language model from Meituan, released in February 2026, with a 256K-token context window, and pricing from $0.100/M input and $0.400/M output.
LongCat-Flash-Lite is a lightweight MoE model from Meituan with 68.5B total parameters and only 2.9B-4.5B activated per token. It explores N-gram embedding expansion as a new scaling direction, supporting 256K context length via YaRN.
LongCat-Flash-Lite benchmarks
Capability tiers
Standing within each category, adjusted for leaderboard depth.
Real tasks performance
How LongCat-Flash-Lite performs across real-world prompt categories.
Performance by conversation depth
How LongCat-Flash-Lite holds up as conversations get longer.
Quality Tracker
LongCat-Flash-Lite Performance Across Datasets
Scores sourced from the model's scorecard, paper, or official blog posts
LongCat-Flash-Lite pricing
Providers
LongCat-Flash-Lite starts at $0.100 per million input tokens and $0.400 per million output tokens via Meituan.
| Provider | Input $/M | Cached input $/M | Output $/M | Context in / out | TTFT p95 s | Output p5 c/s | Modalities in / out |
|---|---|---|---|---|---|---|---|
| $0.100 | — | $0.400 | 256.0K/128.0K | 1.50 | — | / |
Cached input is the discounted price for prompt tokens served from a provider cache. TTFT is time to first token. Output is characters per second; p5 is the sustained floor exceeded by 95% of observed requests.
LongCat-Flash-Lite model size
LongCat-Flash-Lite has 68.5 billion parameters. See how it compares to other models in the same parameter range.
LongCat-Flash-Lite context window
Input and output token limits for LongCat-Flash-Lite, plus how it ranks on long-context understanding.
LongCat-Flash-Lite API
Available from the model provider
LongCat-Flash-Lite is available from Meituan. It is not currently routed through the LLM Stats gateway.
Read the official API documentationLongCat-Flash-Lite latency
LongCat-Flash-Lite time to first token, sustained output throughput, and failed-request rate from live API traffic over the trailing 7 days.
LongCat-Flash-Lite examples
Recent arena outputs from LongCat-Flash-Lite, picked from the highest-ranked matchups.
LongCat-Flash-Lite license
LongCat-Flash-Lite is released under the MIT license, which permits commercial use, has 68.5B parameters.
- License
- MIT
- Commercial use allowed
- Parameters
- 68.5B
MIT License - allows commercial use
LongCat-Flash-Lite resources
Official sources for LongCat-Flash-Lite: api documentation, official playground, model weights.
LongCat-Flash-Lite vs other models
The most-compared alternatives to LongCat-Flash-Lite are MiMo-V2.5-Pro, Phi 4 Reasoning, Claude 3.5 Sonnet. Open any pair side-by-side for benchmarks, pricing, context, and latency.
Models like LongCat-Flash-Lite
Models ranked just above and below LongCat-Flash-Lite by LLM Stats score.
FAQ
Common questions about LongCat-Flash-Lite.